AINeutralarXiv – CS AI · 5h ago6/10
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LLM DNA: Tracing Model Evolution via Functional Representations
Researchers have developed a mathematical framework called LLM DNA that traces the evolutionary relationships between large language models through functional representations rather than documentation. The training-free method successfully identified previously unknown connections among 305 LLMs and constructed an evolutionary tree reflecting architectural shifts and temporal progression in model development.